"As she did with respect to the allegations contained in the original indictment, Teresa intends to plead 'not guilty' to the allegations in the new indictment," the Real Housewives of New Jersey star's lawyer Henry E. Klingeman tells PEOPLE. "She looks forward to defending herself at the trial, scheduled for February 24, 2014. Beyond that, we will answer all of the charges in court, not out."

The reality TV stars submitted fraudulent mortgage and other loan applications from 2001 through 2008, a year before their show debuted on Bravo, making phony claims about their employment status and salaries, the indictment reads.

Joe also failed to file tax returns for the years 2004through 2008, when he is alleged to have earned nearly $1 million, the government said.

The arraignment for the new indictment is on Wednesday before Judge Esther Salas at U.S. District Court in Newark. Reporting by EMILY STROHM